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008 | 050703s2011 xxk eng d | ||
020 | _a9780857299079 99780857299079 | ||
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_a620.1 _b223 |
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100 |
_aPawar, Prashant M. _eauthor. _935948 |
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245 |
_aStructural Health Monitoring Using Genetic Fuzzy Systems _h[electronic resource] / _cby Prashant M. Pawar, Ranjan Ganguli. |
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300 |
_aVIII, 130p. 39 illus., 1 illus. in color. _bonline resource. |
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505 | _aIntroduction -- Genetic Fuzzy Systems -- SHM of Beams -- SHM of Composite Beams -- SHM of Helicopter Rotors. | ||
520 | _aStructural health monitoring (SHM) has emerged as a prominent research area in recent years owing to increasing concerns about structural safety, and the need to monitor and extend the lives of existing structures. Structural Health Monitoring Using Genetic Fuzzy Systems elaborates the process of intelligent SHM development and implementation using the evolutionary system. The use of a genetic algorithm automates the development of the fuzzy system, and makes the method easy to use for problems involving a large number of measurements, damage locations and sizes; such problems being typical of SHM. The ideas behind fuzzy logic, genetic algorithms and genetic fuzzy systems are also explained. The functionality of the genetic fuzzy system architecture is elucidated within a case-study framework, covering: SHM of beams; SHM of composite tubes; and SHM of helicopter rotor blades. Structural Health Monitoring Using Genetic Fuzzy Systems will be useful for aerospace, civil and mechanical engineers working with structures and structural components. It will also be useful for computer scientists and applied mathematicians interested in the application of genetic fuzzy systems to engineering problems. | ||
650 |
_aEngineering. _996 |
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650 |
_933580 _aASTRONAUTICS |
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_aEngineering. _996 |
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_91101 _aSTRUCTURAL MECHANICS |
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_933564 _aAPPL.MATHEMATICS./ COMPUTATIONAL METHODS OF ENGINNEERING. |
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_934018 _aENGINEERING MATHEMATICS |
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_933547 _aMECHANICAL ENGINEERING |
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_933860 _aSIGNAL, IMAGE AND SPEECH PROCESSING |
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_933747 _aCIVIL ENGINEERING |
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_933747 _aCIVIL ENGINEERING |
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_933780 _aBUIDING REPAIR AND MAINTENANCE. |
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_934054 _aBUILDING CONSTRUCTION. |
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_933584 _aAEROSPACE TECHNOLOGY AND ASTRONAUTICS |
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_aGanguli, Ranjan. _935950 |
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_eauthor. _935951 |
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_aSpringerLink (Online service) _9111 |
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_uhttp://springer.escuelaing.metaproxy.org/book/10.1007/978-0-85729-907-9 _yir a documento _qURL |
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_2ddc _cCF |
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_c13820 _d13820 |